Alexander Savelev

Two-Staged Self-Attention Based Neural Model For Lung Cancer Recognition

Aleksei Samarin, Alexander Savelev, Valentin Malykh · 2020 · 21 citations

Computing, Computer Science, Oncology +15

One-Staged Attention-Based Neoplasms Recognition Method for Single-Channel Monochrome Computer Tomography Snapshots

Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al. · Pattern Recognition and Image Analysis · 2022 · 20 citations

Medicine, Biomedical Engineering, Radiology +10

One-Stage Classifiers Based on U-Net and Autoencoder with Attention for Recognition of Neoplasms from Single-Channel Monochrome Computed Tomography Images

Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al. · Pattern Recognition and Image Analysis · 2023 · 17 citations

Medicine, Oncology, Radiology +14

Specialized Non-local Blocks for Recognizing Tumors on Computed Tomography Snapshots of Human Lungs

Aleksei Samarin, Aleksei Toropov, Alina Dzestelova et al. · 2024 · 15 citations

Computing, Computer Science, Oncology +17

Predictors Based on Convolutional Neural Networks for the Movement Strategy of Trainable Agents for Building Customized Image Descriptors

Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al. · Pattern Recognition and Image Analysis · 2023 · 14 citations

Computing, Computer Science, Computer Vision +14